- class nemo.collections.asr.models.label_models.EncDecSpeakerLabelModel(*args: Any, **kwargs: Any)
Bases:
nemo.core.classes.modelPT.ModelPT,nemo.collections.asr.models.asr_model.ExportableEncDecModelEncoder decoder class for speaker label models. Model class creates training, validation methods for setting up data performing model forward pass. Expects config dict for
preprocessor
Jasper/Quartznet Encoder
Speaker Decoder
- get_embedding(path2audio_file)
Returns the speaker embeddings for a provided audio file.
- Parameters
- Returns
- Return type
path2audio_file – path to an audio wav file
speaker embeddings (Audio representations)
emb
- verify_speakers(path2audio_file1, path2audio_file2, threshold=0.7)
Verify if two audio files are from the same speaker or not.
- Parameters
path2audio_file1 – path to audio wav file of speaker 1
path2audio_file2 – path to audio wav file of speaker 2
threshold – cosine similarity score used as a threshold to distinguish two embeddings (default = 0.7)
- Returns
True if both audio files are from same speaker, False otherwise
NeMo Speaker Recognition API
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